Market & Reference
Reference material for understanding the AI economics market, the language around it, and the categories shaping enterprise buying and governance decisions.
This area is intended for readers who need orientation more than opinion: market context, vendor categories, shared definitions, and supporting reference material that improves internal alignment.
Market context
Use these pages to understand how the tooling and vendor landscape is evolving around AI cost visibility, allocation, and optimisation.
Editorial directory
Vendor Map
A structured view of the market categories emerging around AI economics control problems.
Publication
About AI Economics Hub
Mission, methodology, evidence philosophy, and editorial standards behind the site.
Article
What Consulting Partners Need From AI Economics
A partner-facing view of how AI economics frameworks can strengthen client work.
Shared language
Reference tools that help finance, technology, and operating teams use the same terms for the same economic issues.
Reference
Glossary
Definitions covering AI economics, TBM, FinOps, unit economics, and model operations.
Framework
AI Economics Maturity Model
Use the maturity model to interpret where organisations and vendors are solving different management problems.
Domain overview
ITFM & AI
Use the ITFM view to connect AI terminology to budgeting, allocation, and reporting.